Dutour, Eugene oral history interview
Bibliographic record
Abstract
Eugene Dutour is a retired French-Canadian International Longshore & Warehouse Union(ILWU) local 502 longshoreman. At 18 years old, while hitchhiking with his brother-in-law from Cloverdale to New Westminster, a longshoreman picked them up and asked them if they were looking for work, and they said “yes”. On January 7th 1961, the next day, they went to the dispatch hall and got their first jobs. It took Dutour approx. 4.5 years to become an ILWU member in 1965. During his career he received his locomotive ticket, which was only good for the waterfront. He often worked at Neptune Terminals, Vancouver wharfs, and at Fraser Surrey Docks. During the last 28 years of his career he worked at Westshore Terminals. He enjoyed the variety of jobs longshoring, which he explains is why he worked as a longshoreman for 45 years. He is proud to be a longshoreman because the job gave him the means to take care of his family.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.007 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.016 | 0.002 |
| Scholarly communication | 0.004 | 0.003 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.004 | 0.006 |
| Insufficient payload (model declined to judge) | 0.117 | 0.012 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".